Automated Test Case Repair Using Language Models: An Extensive Study with a Novel Approach and Benchmark

This paper introduces TARGET, a novel approach using pre-trained code language models to automatically repair broken test cases, and demonstrates its effectiveness through extensive evaluation using a newly created benchmark, TARBENCH.